• DocumentCode
    466038
  • Title

    Establishing more Suitable Distributed Plans for MultiNode-OLAP Systems

  • Author

    Loureiro, Jorge ; Belo, Orlando

  • Author_Institution
    Escola Superior de Tecnologia, Viseu
  • Volume
    5
  • fYear
    2006
  • fDate
    8-11 Oct. 2006
  • Firstpage
    3573
  • Lastpage
    3578
  • Abstract
    The materialization of multidimensional structures is a common way to speed up mostly aggregation queries. Its proper selection has triggered a huge variety of proposals. Any algorithm that aims to solve the cube selection problem needs a way to estimate query and maintenance costs, as minimizing costs is the objective function. This estimation is harder if a distribution of multidimensional structures is concerned, as algorithms as to deal with an additional dimension -space -translated as a set of spatially distributed storage and processing nodes, interconnected with a communication network. In this paper we present some algorithms especially designed to estimate query and maintenance cost at a MultiNode OLAP system in time units, using a distributed non-linear generalized cost model.
  • Keywords
    data mining; distributed databases; query processing; MultiNode-OLAP systems; aggregation queries; communication network; cube selection problem; distributed nonlinear generalized cost model; distributed processing; multidimensional structures; objective function; spatially distributed storage; Algorithm design and analysis; Capacitive sensors; Character generation; Communication networks; Cost function; Cybernetics; Information analysis; Multidimensional systems; Proposals; Stress;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
  • Conference_Location
    Taipei
  • Print_ISBN
    1-4244-0099-6
  • Electronic_ISBN
    1-4244-0100-3
  • Type

    conf

  • DOI
    10.1109/ICSMC.2006.384683
  • Filename
    4274448